Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700006405

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.127

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700005978

distance 0.127

#2 · Beedcell 4700006678

distance 0.146

#3 · Beedcell 4700005525

distance 0.161

#4 · Beedcell 4700006800

distance 0.164

#5 · Parbhanicell 4890003218

distance 0.164 · cross-district

#6 · Beedcell 4700006898

distance 0.167

#7 · Beedcell 4700007015

distance 0.169

#8 · Dharashivcell 4880004938

distance 0.172 · cross-district

#9 · Beedcell 4700004409

distance 0.175

#10 · Beedcell 4700005095

distance 0.176

#11 · Chhatrapati Sambhajinagarcell 4690004527

distance 0.177 · cross-district

#12 · Beedcell 4700006404

distance 0.178

#13 · Sanglicell 4930001747

distance 0.179 · cross-district

#14 · Beedcell 4700006393

distance 0.179

#15 · Parbhanicell 4890001977

distance 0.179 · cross-district

#16 · Beedcell 4700005845

distance 0.183

#17 · Jalgaoncell 4780000577

distance 0.186 · cross-district

#18 · Beedcell 4700006683

distance 0.187

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700006405}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.